{"id":18992038,"url":"https://github.com/spoonnotfound/pytorch_deephash","last_synced_at":"2025-08-20T18:33:58.079Z","repository":{"id":48588491,"uuid":"106546588","full_name":"flyingpot/pytorch_deephash","owner":"flyingpot","description":"Pytorch implementation of Deep Learning of Binary Hash Codes for Fast Image Retrieval, CVPRW 2015","archived":false,"fork":false,"pushed_at":"2021-07-19T11:34:55.000Z","size":28,"stargazers_count":187,"open_issues_count":2,"forks_count":48,"subscribers_count":8,"default_branch":"master","last_synced_at":"2024-12-11T10:37:26.394Z","etag":null,"topics":["deep-learning","deephash","hash","image-retrieval","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/flyingpot.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-10-11T11:41:43.000Z","updated_at":"2024-09-27T00:36:13.000Z","dependencies_parsed_at":"2022-09-05T21:41:19.904Z","dependency_job_id":null,"html_url":"https://github.com/flyingpot/pytorch_deephash","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flyingpot%2Fpytorch_deephash","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flyingpot%2Fpytorch_deephash/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flyingpot%2Fpytorch_deephash/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flyingpot%2Fpytorch_deephash/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/flyingpot","download_url":"https://codeload.github.com/flyingpot/pytorch_deephash/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230445927,"owners_count":18227060,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","deephash","hash","image-retrieval","pytorch"],"created_at":"2024-11-08T17:16:14.493Z","updated_at":"2025-08-20T18:33:51.979Z","avatar_url":"https://github.com/flyingpot.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# pytorch_deephash\n\n## Introduction\n\nThis is the Pytorch implementation of [Deep Learning of Binary Hash Codes for Fast Image Retrieval](https://github.com/kevinlin311tw/caffe-cvprw15), and can achieve more than 93% mAP in CIFAR10 dataset.\n\n## Environment\n\n\u003e Pytorch 1.4.0\n\u003e\n\u003e torchvision 0.5.0\n\u003e\n\u003e tqdm\n\u003e\n\u003e numpy\n\n\n## Training\n\n```bash\npython train.py\n```\n\nYou will get trained models in model folder by default, and models' names are their test accuracy.\n\n## Evaluation\n\n```bash\npython evaluate.py --pretrained {your saved model name in model folder by default}\n```\n\n## Tips\n\n1. If using Windows, keep num_works zero\n\n2. There are some other args, which you can get them by adding '-h' or reading the code.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspoonnotfound%2Fpytorch_deephash","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fspoonnotfound%2Fpytorch_deephash","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspoonnotfound%2Fpytorch_deephash/lists"}